Unverified50% confidenceTradeoffExact time
The ReAct loop may fall into deadlock or ineffective retries, so the Harness needs to set a maximum number of steps and failure criteria.
1
Sources
50%
Confidence
Long-term
Relevance
10/15/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedWhen implementing ReAct in engineering, you must set a maximum number of loop steps to prevent infinite loops, Observation should be truncated or summarized to control context length, and a fallback strategy for when tool calls fail must be handled.79% similarUnverifiedRetry occurs within a single execution for a temporary failure of an individual node, while re-run is the re-execution of the entire workflow after the execution has terminated.72% similarUnverified循环打破应在检测到重复轨迹后立即终止无效重试并强制切换决策策略,包括替换工具、优化查询指令、回退至上一步有效节点、重新规划执行链路71% similarUnverifiedIn long-running tasks spanning several days, a single API call failure can break the entire task chain, making error recovery and retry mechanisms critically important.71% similarUnverifiedThe loop allows agents to recover from partial failures, but does not understand why the failure occurred, whether it has occurred before, or whether the system needs to change to prevent recurrence.70% similar
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